{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import yaml\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import tensorflow as tf\n",
    "\n",
    "from tensorflow_tts.inference import AutoConfig\n",
    "from tensorflow_tts.inference import TFAutoModel\n",
    "from tensorflow_tts.inference import AutoProcessor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "processor = AutoProcessor.from_pretrained(\n",
    "    pretrained_path=\"../tensorflow_tts/processor/pretrained/ljspeech_mapper.json\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"i love you so much.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "config = AutoConfig.from_pretrained(\"../examples/fastspeech2/conf/fastspeech2.v1.yaml\")\n",
    "fastspeech2 = TFAutoModel.from_pretrained(\n",
    "    config=config, \n",
    "    pretrained_path=None, # \"../examples/fastspeech2/checkpoints/model-150000.h5\",\n",
    "    is_build=True,\n",
    "    name=\"fastspeech2\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Save to Pb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs, _, _ = fastspeech2.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    f0_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    energy_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "fastspeech2.load_weights(\"../examples/fastspeech2/checkpoints/model-150000.h5\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:From /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages/tensorflow/python/training/tracking/tracking.py:111: Model.state_updates (from tensorflow.python.keras.engine.training) is deprecated and will be removed in a future version.\n",
      "Instructions for updating:\n",
      "This property should not be used in TensorFlow 2.0, as updates are applied automatically.\n",
      "WARNING:tensorflow:From /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages/tensorflow/python/training/tracking/tracking.py:111: Layer.updates (from tensorflow.python.keras.engine.base_layer) is deprecated and will be removed in a future version.\n",
      "Instructions for updating:\n",
      "This property should not be used in TensorFlow 2.0, as updates are applied automatically.\n",
      "INFO:tensorflow:Assets written to: ./test_saved/assets\n"
     ]
    }
   ],
   "source": [
    "# save model into pb and do inference. Note that signatures should be a tf.function with input_signatures.\n",
    "tf.saved_model.save(fastspeech2, \"./test_saved\", signatures=fastspeech2.inference)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load and Inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "fastspeech2 = tf.saved_model.load(\"./test_saved\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"There’s a way to measure the acute emotional intelligence that has never gone out of style.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs, _, _ = fastspeech2.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    f0_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    energy_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32)\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mel_after = tf.reshape(mel_after, [-1, 80]).numpy()\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax1 = fig.add_subplot(311)\n",
    "ax1.set_title(f'Predicted Mel-after-Spectrogram')\n",
    "im = ax1.imshow(np.rot90(mel_after), aspect='auto', interpolation='none')\n",
    "fig.colorbar(mappable=im, shrink=0.65, orientation='horizontal', ax=ax1)\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Let inference other input to check dynamic shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"The Commission further recommends that the Secret Service coordinate its planning as closely as possible with all of the Federal agencies from which it receives information.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs, _, _ = fastspeech2.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    f0_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    "    energy_ratios =tf.convert_to_tensor([1.0], dtype=tf.float32)\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mel_after = tf.reshape(mel_after, [-1, 80]).numpy()\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax1 = fig.add_subplot(311)\n",
    "ax1.set_title(f'Predicted Mel-after-Spectrogram')\n",
    "im = ax1.imshow(np.rot90(mel_after), aspect='auto', interpolation='none')\n",
    "fig.colorbar(mappable=im, shrink=0.65, orientation='horizontal', ax=ax1)\n",
    "plt.show()\n",
    "plt.close()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
